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GitHub topics: stochastic-optimizers

esa/pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 58.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 892 - Forks: 171

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.34 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 162 - Forks: 11

ltatzel/PyTorchHessianFree

PyTorch implementation of the Hessian-free optimizer

Language: Python - Size: 161 KB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 5

100/Solid

🎯 A comprehensive gradient-free optimization framework written in Python

Language: Python - Size: 268 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 579 - Forks: 59

locuslab/e2e-model-learning

Task-based end-to-end model learning in stochastic optimization

Language: Python - Size: 1.18 MB - Last synced at: 6 months ago - Pushed at: almost 5 years ago - Stars: 205 - Forks: 62

phrb/NODAL.jl

NODAL is an Open Distributed Autotuning Library in Julia

Language: Julia - Size: 2 MB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 38 - Forks: 5

gvegayon/ABCoptim

An implementation of the Artificial Bee Colony (ABC) Algorithm

Language: C++ - Size: 2.33 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 18

harshraj11584/Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Language: Python - Size: 58.6 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 6

hiroyuki-kasai/NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Language: MATLAB - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 265 - Forks: 95

robin-vjc/smps

Python Utilities for parsing SMPS files (Stochastic Multistage Optimization)

Language: Python - Size: 265 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

hiroyuki-kasai/Subsampled-RTR

Subsampled Riemannian trust-region (RTR) algorithms

Language: MATLAB - Size: 4.95 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 5

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 19

husk214/stopt

implementations of optimization algorithms for regularized empirical risk minimization

Language: C++ - Size: 970 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1

v-iashin/CrossEntropyTSP

An implementation of an approximation of the solution to Traveling Salesman Problem using cross entropy approach on Python 3

Language: Jupyter Notebook - Size: 263 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 1

darioizzo/pagmo2 Fork of esa/pagmo2

A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 35.3 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

git-steb/structural-deformable-models

Multi-shape detection algorithm in C++ with OpenGL GUI

Language: C++ - Size: 35.3 MB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

v-iashin/SamplingChessboardWithQueens

Simulation of an N by M chessboard with K queens such that no queen defeats another using Simulated Annealing

Language: R - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

lev1khachatryan/Deep_Learning

Applied Statistics and Data Science: Deep learning course

Language: Jupyter Notebook - Size: 528 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

MrYawe/CS-DC17

A stochastic optimizer for the CS-DC’17 World e-conference schedule.

Size: 204 KB - Last synced at: 20 days ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

ajauhri/evograph

Exploring different stochastic techniques for optimizing the visual appeal and readability of graphs

Language: Java - Size: 324 KB - Last synced at: over 1 year ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

ajauhri/evol-ant-placement

Evolutionary Techniques for Antenna Placement

Language: Lua - Size: 16.9 MB - Last synced at: over 1 year ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

chernovsergey/stochastic_optimizers

Naive implementation of popular stochastic optimizers

Language: C++ - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 0

Related Keywords
stochastic-optimizers 22 optimization-algorithms 9 optimization 8 python 4 deep-learning 3 algorithm 3 machine-learning 3 simulated-annealing 3 gradient-descent-algorithm 3 python3 3 stochastic-gradient-descent 3 stochastic-optimization 3 constrained-optimization 3 optimization-methods 3 metaheuristics 3 genetic-algorithm 3 evolutionary-algorithms 3 online-learning 2 big-data 2 gradient-descent 2 r 2 machine-learning-algorithms 2 riemannian-manifold 2 second-order-optimization 2 riemannian-optimization 2 optimization-tools 2 discrete-optimization 2 artificial-intelligence 2 cross-entropy 1 optimization-algorithm-library 1 variance-reduction 1 sgd 1 nonlinear-optimization-algorithms 1 nonlinear-optimization 1 non-convex-optimization 1 manifold 1 large-scale-learning 1 trust-region 1 subsample 1 sub-sampling 1 sampling-methods 1 evolutionary-strategy 1 riemannian-geometry 1 large-scale-optimizations 1 multi-objective-optimization 1 sparse-representations 1 robust-optimization 1 probabilistic-matrix-factorization 1 orthogonal 1 nonnegativity-constraints 1 nonnegative-matrix-factorization 1 nmf 1 matrix-factorization 1 matlab-toolbox 1 numerical-optimization 1 placement 1 antenna 1 graph-visualization 1 tensorflow 1 speech-recognition 1 neural-network 1 image-classification 1 threshold-temperature 1 temperature-reduction 1 simulation 1 energy 1 opengl 1 macro-photographic-images 1 diploma-thesis 1 convolutional-layers 1 classification 1 c-plus-plus 1 ant-species 1 type-erasure 1 multiobjective-optimization 1 massively-parallel 1 island-model 1 cpp11 1 traveling-salesman-problem 1 oop 1 jupyter-notebook 1 entropy 1 autotuning 1 autotuners 1 autonomous-search 1 pytorch 1 paper 1 tabu-search 1 particle-swarm-optimization 1 global-optimization 1 global-optimization-algorithms 1 library 1 hill-climbing 1 harmony-search 1 genetic-algorithm-framework 1 evolutionary-algorithm 1 continuous-optimization 1 hyperparameter-optimization 1 integer-programming 1 pytorch-implementation 1